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<article xml:lang="en" article-type="review-article" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Exploration of Medicine</journal-id>
<journal-title-group>
<journal-title>Exploration of Medicine</journal-title>
</journal-title-group>
<issn pub-type="epub">2692-3106</issn>
<publisher>
<publisher-name>Open Exploration</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">10014</article-id>
<article-id pub-id-type="doi">10.37349/emed.2020.00004</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Review</subject>
</subj-group>
</article-categories>
<title-group>
<article-title><italic>PNPLA3</italic> gene and kidney disease</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Mantovani</surname>
<given-names>Alessandro</given-names>
</name>
<xref ref-type="aff" rid="AFF1"/>
<xref ref-type="corresp" rid="C1"><sup>&#x0002A;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zusi</surname>
<given-names>Chiara</given-names>
</name>
<xref ref-type="aff" rid="AFF1"/>
</contrib>
<contrib contrib-type="academic-editor">
<name>
<surname>Zhao</surname>
<given-names>Yingyong</given-names>
</name>
</contrib>
<aff id="AFF1">Section of Endocrinology, Diabetes and Metabolism, University and Azienda Ospedaliera Universitaria Integrata of Verona, 37126 Verona, Italy</aff>
<aff id="AFF2">Northwest University, China</aff>
</contrib-group>
<author-notes>
<corresp id="C1"><label>&#x0002A;</label><bold>Correspondence:</bold> Alessandro Mantovani, Section of Endocrinology, Diabetes and Metabolism, University and Azienda Ospedaliera Universitaria Integrata, Piazzale Stefani, 37126 Verona, Italy. <email>alessandro.mantovani@univr.it</email></corresp>
</author-notes>
<pub-date pub-type="ppub">
<year>2020</year>
</pub-date>
<pub-date pub-type="epub">
<day>29</day>
<month>02</month>
<year>2020</year>
</pub-date>
<volume>1</volume>
<fpage>42</fpage>
<lpage>50</lpage>
<history>
<date date-type="received">
<day>22</day>
<month>11</month>
<year>2019</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>12</month>
<year>2019</year>
</date>
</history>
<permissions>
<copyright-statement>&#x00A9; The Author(s) 2020.</copyright-statement>
<copyright-year>2020</copyright-year>
<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>This is an Open Access article licensed under a Creative Commons Attribution 4.0 International License (<ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link>), which permits unrestricted use, sharing, adaptation, distribution and reproduction in any medium or format, for any purpose, even commercially, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.</license-p></license>
</permissions>
<abstract>
<p>Chronic kidney disease (CKD) is a disease regularly seen in clinical practice. At present, CKD is described as a change of kidney structure and/or function and it is classified in relation to cause, values of glomerular filtration rate and albuminuria category. Seeing that CKD is closely linked to the development of end-stage renal disease and other comorbidities, the determination of additional independent predictors for CKD is clinically necessary. At present, there is evidence associating non-alcoholic fatty liver disease (NAFLD) with CKD, thereby suggesting that NAFLD patients may require intensive surveillance to reduce their risk of CKD. In 2008, genome-wide association studies documented an association between the variant rs738409 (C &#x0003E; G p.I148M) in the patatin-like phospholipase domain containing 3 (<italic>PNPLA3</italic>) gene (mainly implicated in the lipid regulation) and the entire spectrum of NAFLD (i.e., liver steatosis, non-alcoholic steatohepatitis, fibrosis, and hepatocellular carcinoma). In the last years, accumulating epidemiological evidence suggests the existence of a relationship between <italic>PNPLA3</italic> rs738409 and risk of CKD, indicating that rs738409 may also contribute to the kidney injury. This is of particular scientific interest, as such association may explain, at least in part, the epidemiological association between liver and kidney disease. In this narrative review, we will discuss the accumulating evidence regarding the association between <italic>PNPLA3</italic> rs738409 and risk of CKD, the putative biological mechanisms underpinning such relationship, and the possible future perspective.</p>
</abstract>
<kwd-group>
<kwd>Patatin-like phospholipase domain containing 3</kwd>
<kwd>kidney disease</kwd>
<kwd>chronic kidney disease</kwd>
<kwd>non-alcoholic fatty liver disease</kwd>
<kwd>non-alcoholic steatohepatitis</kwd>
</kwd-group></article-meta>
</front>
<body>
<sec id="s1"><title>Introduction</title>
<p>Chronic kidney disease (CKD) is a progressive disease habitually seen in clinical practice &#x0005B;<xref ref-type="bibr" rid="B1">1</xref>&#x0005D;. It is currently described as an alteration of kidney structure and/or function and it is classified on cause, values of glomerular filtration rate (GFR) and albuminuria category &#x0005B;<xref ref-type="bibr" rid="B1">1</xref>&#x0005D;. It is estimated that the prevalence of CKD is approximately 13&#x00025; among the adults of the general population worldwide &#x0005B;<xref ref-type="bibr" rid="B2">2</xref>&#x0005D;. In this regard, for instance, the US Renal Data System has documented that in 2014 roughly 670,000 adults received a renal replacement therapy &#x0005B;<xref ref-type="bibr" rid="B3">3</xref>&#x0005D;. Alarmingly, this number is believed to markedly rise by 2030/2050 &#x0005B;<xref ref-type="bibr" rid="B3">3</xref>&#x0005D;. Of note, the presence of CKD determines severe repercussions for multiple organs, seeing that it increases the risk of developing end-stage renal disease, cardiovascular disease and other serious comorbidities, thereby determining also a relevant increase in costs for the health systems &#x0005B;<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B4">4</xref>&#x0005D;. For these reasons, the appropriate identification of additional non-conventional independent predictors for CKD is essential.</p>
<p>The patatin-like phospholipase domain-containing protein-3 (<italic>PNPLA3</italic>) is particularly expressed on the lipid droplets of hepatocytes and is closely implicated in the development and progression of non-alcoholic fatty liver disease (NAFLD) &#x0005B;<xref ref-type="bibr" rid="B5">5</xref>&#x02013;<xref ref-type="bibr" rid="B7">7</xref>&#x0005D;, which is currently the most frequent chronic liver disease worldwide &#x0005B;<xref ref-type="bibr" rid="B8">8</xref>&#x0005D;. In this regard, it is important to highlight that NAFLD affects roughly 25&#x00025; of adults, about 70&#x00025; of patients with type 2 diabetes (T2DM) and virtually all obese individuals &#x0005B;<xref ref-type="bibr" rid="B8">8</xref>&#x0005D;. In the last decade, additionally, it is clearly demonstrated that NAFLD (as detected by imaging or liver biopsy) is associated with hepatic complications, but also with extra-hepatic complications, including cardiovascular disease &#x0005B;<xref ref-type="bibr" rid="B9">9</xref>&#x0005D;. The rs738409 C &#x0003E; G single nucleotide polymorphism, encoding for the I148M protein variant <italic>PNPLA3</italic>, is a key genetic determinant of the risk of NAFLD and its advanced forms, including non-alcoholic steatohepatitis (NASH), advanced fibrosis and hepatocellular carcinoma &#x0005B;<xref ref-type="bibr" rid="B5">5</xref>&#x02013;<xref ref-type="bibr" rid="B7">7</xref>&#x0005D;.</p>
<p>In the last 5&#x02013;10 years, several observational reports have documented that imaging-diagnosed NAFLD is independently associated with an increased risk of developing CKD in patients with and without T2DM &#x0005B;<xref ref-type="bibr" rid="B10">10</xref>&#x02013;<xref ref-type="bibr" rid="B23">23</xref>&#x0005D;. In addition, accumulating evidence now suggests that the rs738409 G allele is associated with lower values of estimated glomerular filtration rate (eGFR) as well as with a higher risk of CKD in adults but also in adolescents and children, even after adjustment for the presence of NAFLD and multiple CKD risk factors &#x0005B;<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B24">24</xref>&#x02013;<xref ref-type="bibr" rid="B30">30</xref>&#x0005D;. This association may explain, at least in part, the epidemiological association between liver and kidney disease &#x0005B;<xref ref-type="bibr" rid="B10">10</xref>&#x02013;<xref ref-type="bibr" rid="B23">23</xref>&#x0005D;.</p>
<p>In our narrative review, we will discuss: (a) the accumulating evidence regarding the association between <italic>PNPLA3</italic> rs738409 and risk of CKD, (b) the putative biological mechanisms underpinning such relationship, and (c) the possible future perspective.</p>
</sec>
<sec id="s2"><title><italic>PNPLA3</italic> in liver disease</title>
<p>The <italic>PNPLA3</italic> rs738409 C &#x0003E; G is a genetic determinant closely linked to the entire spectrum of NAFLD across multiple different patient populations &#x0005B;<xref ref-type="bibr" rid="B5">5</xref>&#x02013;<xref ref-type="bibr" rid="B7">7</xref>&#x0005D;. The <italic>PNPLA3</italic> rs738409 was found as risk locus for NAFLD in 2008 through genome-wide association studies (GWAS) &#x0005B;<xref ref-type="bibr" rid="B31">31</xref>&#x0005D;. Subsequently, several experimental studies have suggested that <italic>PNPLA3</italic> is an enzyme implicated in the lipid regulation with a triacylglycerol lipase and acylglycerol O-acyltransferase activity and a retinyl ester activity, especially in the hepatic stellate cells &#x0005B;<xref ref-type="bibr" rid="B32">32</xref>&#x02013;<xref ref-type="bibr" rid="B36">36</xref>&#x0005D;. The biological mechanism for the development and progression of NAFLD seems to be related to the accumulation of the 148M mutated protein on the lipid droplet of hepatocytes, thereby determining relevant alterations of lipid remodeling and concurring to the liver injury &#x0005B;<xref ref-type="bibr" rid="B5">5</xref>&#x02013;<xref ref-type="bibr" rid="B7">7</xref>&#x0005D;.</p>
<p>Several variants in <italic>PNPLA3</italic> gene have been also found by several GWAS as risk locus for hepatic cirrhosis due to alcohol abuse &#x0005B;<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B38">38</xref>&#x0005D; or chronic infection by hepatitis B and C virus &#x0005B;<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B40">40</xref>&#x0005D;. Of note, the <italic>PNPLA3</italic>(rs738409 C &#x0003E; G) is closely associated with severe steatosis and even liver carcinogenesis also in patients with alcoholic and non-alcoholic cirrhosis &#x0005B;<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B37">37</xref>&#x02013;<xref ref-type="bibr" rid="B40">40</xref>&#x0005D;. Findings obtained in patients with HCV-related HCC remain, however, debatable &#x0005B;<xref ref-type="bibr" rid="B5">5</xref>&#x0005D;.</p>
<p>Most studies reported that <italic>PNPLA3</italic> is not linked with body mass index, lipids, plasma glucose levels or insulin resistance &#x0005B;<xref ref-type="bibr" rid="B5">5</xref>&#x0005D;. This aspect was also corroborated by a recent meta-analysis involving roughly 7,000 individuals with NAFLD &#x0005B;<xref ref-type="bibr" rid="B41">41</xref>&#x0005D;. In addition, although it is known that NAFLD is closely associated with an increased risk of T2DM, cardiovascular disease and CKD &#x0005B;<xref ref-type="bibr" rid="B8">8</xref>&#x02013;<xref ref-type="bibr" rid="B13">13</xref>&#x0005D;, data available so far suggest only a fair overlap in genome-wide significant associations &#x0005B;<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B42">42</xref>&#x0005D;. Specifically, some variants related to NAFLD risk, including rs738409, show divergent effects between the traditional metabolic alterations and the development of diseases, especially for cardiovascular complications &#x0005B;<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B42">42</xref>&#x0005D;. However, at present, accumulating observational data for rs738409 seems to indicate that this single nucleotide polymorphism might be associated to the presence of CKD &#x0005B;<xref ref-type="bibr" rid="B24">24</xref>&#x02013;<xref ref-type="bibr" rid="B30">30</xref>&#x0005D;.</p>
</sec>
<sec id="s3"><title>Observational data regarding the role of PNPLA3 on the risk of CKD</title>
<p>Increasing evidence now supports the existence of an association between <italic>PNPLA3</italic> G/G genotype and decreasing eGFR values or higher prevalence of CKD across different patient population, even after controlling for many CKD risk factors and for the presence of NAFLD &#x0005B;<xref ref-type="bibr" rid="B24">24</xref>&#x02013;<xref ref-type="bibr" rid="B30">30</xref>&#x0005D; (<xref ref-type="table" rid="T1">Table 1</xref>). For instance, in a cross-sectional study of 740 Japanese individuals (about 16&#x00025; of whom had NAFLD on ultrasonography), Oniki et al. &#x0005B;<xref ref-type="bibr" rid="B24">24</xref>&#x0005D;, showed that patients with rs738409 G/G genotype had lower eGFR values than those with G/C or C/C genotypes, even after adjustment for multiple cardio-renal and metabolic risk factors. This association was further replicated in a longitudinal sub-analysis including roughly 350 non-obese patients followed for nearly 6 years &#x0005B;<xref ref-type="bibr" rid="B24">24</xref>&#x0005D;. In another cross-sectional study of approximately 200 Caucasian non-obese non-diabetic adults, Musso et al. &#x0005B;<xref ref-type="bibr" rid="B25">25</xref>&#x0005D;, showed that rs738409 G/G genotype was linked to lower values of eGFR<sub>CKD-EPI</sub> as well as to higher levels of abnormal albuminuria. Additionally, in a recent cross-sectional study of nearly 100 Caucasian post-menopausal women with T2DM (approximately 44&#x00025; of whom had NAFLD as detected by fatty liver index &#x02265; 60), Mantovani et al. &#x0005B;<xref ref-type="bibr" rid="B26">26</xref>&#x0005D;, showed that rs738409 G/G genotype was linked to lower eGFR<sub>CKD-EPI</sub> values and higher risk of prevalent CKD, even after adjustment for several cardio-metabolic risk factor and the presence of NAFLD. Recently, in a cross-sectional study of 227 Chinese adults with NAFLD on histology, Sun et al. &#x0005B;<xref ref-type="bibr" rid="B27">27</xref>&#x0005D;, reported that <italic>PNPLA3</italic> GG genotype was associated with a higher risk of prevalent CKD, abnormal albuminuria or higher levels of urinary neutrophil gelatinase-associated lipocalin (a new marker of renal tubular injury), regardless of age, sex, hypertension, T2DM and severity of NAFLD.</p>
<table-wrap id="T1" position="float"><label>Table 1.</label><caption><p>Observational studies on the relationship between patatin-like phospholipase domain-containing protein-3 rs738409 genotype and kidney function (ordered by publication year and study population)</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top"><bold>Author, Reference</bold></th>
<th align="left" valign="top"><bold>Study characteristics</bold></th>
<th align="left" valign="top"><bold>Diagnosis of NAFLD</bold></th>
<th align="left" valign="top"><bold>PNPLA3 rs738409 genotypes</bold></th>
<th align="left" valign="top"><bold>Glomerular filtration rate formulas</bold></th>
<th align="left" valign="top"><bold>Statistical adjustments</bold></th>
<th align="left" valign="top"><bold>Main results</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td colspan="7" align="left" valign="top"><bold>Adults</bold></td>
</tr>
<tr>
<td align="left" valign="top">Oniki et al. &#x0005B;<xref ref-type="bibr" rid="B24">24</xref>&#x0005D;</td>
<td align="left" valign="top">Cross-sectional and retrospective longitudinal studies: 740 and 393 Japanese participants (followed for 5.5 years) respectively, during a health screening program</td>
<td align="left" valign="top">Utrasonography</td>
<td align="left" valign="top">G/G: <italic>n</italic> &#x0003D; 139 patients; G/C: <italic>n</italic> &#x0003D; 399 patients; C/C: <italic>n</italic> &#x0003D; 202 patients</td>
<td align="left" valign="top">Japanese eGFR equation</td>
<td align="left" valign="top">Age, gender, body mass index; diabetes, hypertension, dyslipidemia, fatty liver</td>
<td align="left" valign="top">Carriers of G/G genotype and normal weight had reduced eGFR levels than those with C/C or C/G genotypes</td>
</tr>
<tr>
<td align="left" valign="top">Musso et al. &#x0005B;<xref ref-type="bibr" rid="B25">25</xref>&#x0005D;</td>
<td align="left" valign="top">Cross-sectional study: 202 non-obese and non-diabetic individuals (61 with biopsy-confirmed NAFLD)</td>
<td align="left" valign="top">Biopsy</td>
<td align="left" valign="top">G/G or G/C: 112 patients; C/C: <italic>n</italic> &#x0003D; 90 patients</td>
<td align="left" valign="top">Chronic kidney disease epidemiology (CKD-EPI) collaboration equation</td>
<td align="left" valign="top">Age, gender, body mass index; metabolic syndrome</td>
<td align="left" valign="top">Carriers of G/G or C/G genotypes were linked to higher risk of albuminuria and CKD than C/C genotype</td>
</tr>
<tr>
<td align="left" valign="top">Mantovani et al. &#x0005B;<xref ref-type="bibr" rid="B26">26</xref>&#x0005D;</td>
<td align="left" valign="top">Cross-sectional study: 101 Caucasian post-menopausal women with type 2 diabetes</td>
<td align="left" valign="top">FLI &#x02265; 60 (ultrasonography in a subset of patients)</td>
<td align="left" valign="top">G/G: <italic>n</italic> &#x0003D; 8 patients; G/C: <italic>n</italic> &#x0003D; 41 patients; C/C: <italic>n</italic> &#x0003D; 52 patients</td>
<td align="left" valign="top">CKD-EPI collaboration equation</td>
<td align="left" valign="top">Age, diabetes duration, hemoglobin A1c, insulin-resistance, systolic blood pressure, hypertension treatment, FLI</td>
<td align="left" valign="top">Carriers of G/G genotype had reduced eGFR levels and higher prevalence of CKD than to C/C or C/G genotypes</td>
</tr>
<tr>
<td align="left" valign="top">Sun et al. &#x0005B;<xref ref-type="bibr" rid="B27">27</xref>&#x0005D;</td>
<td align="left" valign="top">Cross-sectional study: 227 Chinese patients with NAFLD</td>
<td align="left" valign="top">biopsy</td>
<td align="left" valign="top">G/G: <italic>n</italic> &#x0003D; 14 patients; G/C: <italic>n</italic> &#x0003D; 31 patients; C/C: <italic>n</italic> &#x0003D; 30 patients</td>
<td align="left" valign="top">CKD-EPI collaboration equation</td>
<td align="left" valign="top">Age, sex, body mass index; waist circumference, hyperuricemia, insulin-resistance, hypertension, diabetes, NASH, liver fibrosis</td>
<td align="left" valign="top">Patients with NAFLD and normal liver enzymes, who carried the PNPLA3 rs738409 G allele, were at higher risk of glomerular and tubular injury</td>
</tr>
<tr>
<td colspan="7" align="left" valign="top"><bold>Children and adolescents</bold></td>
</tr>
<tr>
<td align="left" valign="top">Targher et al. &#x0005B;<xref ref-type="bibr" rid="B28">28</xref>&#x0005D;</td>
<td align="left" valign="top">Cross-sectional study: 142 Caucasian children and adolescents with NAFLD</td>
<td align="left" valign="top">Biopsy</td>
<td align="left" valign="top">G/G: <italic>n</italic> &#x0003D; 45 patients; G/C: <italic>n</italic> &#x0003D; 56 patients; C/C: <italic>n</italic> &#x0003D; 41 patients</td>
<td align="left" valign="top">Bedside Schwartz equation</td>
<td align="left" valign="top">Age, sex, systolic blood pressure, measures of adiposity, insulin-resistance, NASH, liver fibrosis</td>
<td align="left" valign="top">Carriers of G/G genotype had reduced eGFR levels and higher proteinuria than C/C or C/G genotypes</td>
</tr>
<tr>
<td align="left" valign="top">Marzuillo et al. &#x0005B;<xref ref-type="bibr" rid="B29">29</xref>&#x0005D;</td>
<td align="left" valign="top">Cross-sectional study: 591 Caucasian obese children</td>
<td align="left" valign="top">Ultrasonography</td>
<td align="left" valign="top">G/G: <italic>n</italic> &#x0003D; 87 patients; G/C: <italic>n</italic> &#x0003D; 219 patients; C/C: <italic>n</italic> &#x0003D; 285 patients</td>
<td align="left" valign="top">Bedside Schwartz equation</td>
<td align="left" valign="top">Gender, duration of obesity, alanine transaminase, insulin resistance, lipids</td>
<td align="left" valign="top">Carriers of G/G genotype had reduced eGFR levels than those with C/C or C/G genotypes</td>
</tr>
<tr>
<td align="left" valign="top">Di Costanzo et al. &#x0005B;<xref ref-type="bibr" rid="B30">30</xref>&#x0005D;</td>
<td align="left" valign="top">Cross-sectional study: 230 Caucasian overweight/obese children</td>
<td align="left" valign="top">Magnetic resonance imaging</td>
<td align="left" valign="top">G/G: <italic>n</italic> &#x0003D; 22 patients; G/C: <italic>n</italic> &#x0003D; 100 patients; C/C: <italic>n</italic> &#x0003D; 108 patients</td>
<td align="left" valign="top">Bedside Schwartz equation</td>
<td align="left" valign="top">Age, sex, pubertal status, waist circumference, diastolic blood pressure, NAFLD</td>
<td align="left" valign="top">Carriers of G/G genotype did not have lower eGFR levels than those with C/C or C/G genotypes</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TFN1"><p>FLI: fatty liver index</p></fn>
</table-wrap-foot>
</table-wrap>
<p>These findings were also replicated in some cohorts of children and adolescents &#x0005B;<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>&#x0005D;, although not in all &#x0005B;<xref ref-type="bibr" rid="B30">30</xref>&#x0005D;. For instance, in a sample of nearly 140 overweight children with NAFLD on histology, Targher et al. &#x0005B;<xref ref-type="bibr" rid="B28">28</xref>&#x0005D;, reported that rs738409 G/G genotype was independently associated with both decreasing e-GFR and increasing 24 h urinary protein excretion. Another cross-sectional study involving 591 Caucasian children with obesity, it was documented that those with G/G genotype had significantly lower eGFR levels than those with G/C or C/C genotypes &#x0005B;<xref ref-type="bibr" rid="B29">29</xref>&#x0005D;. Conversely, in a recent cross-sectional study of 230 Caucasian overweight/obese children, Di Costanzo et al. &#x0005B;<xref ref-type="bibr" rid="B30">30</xref>&#x0005D;, found that children with G/G genotype did not have lower eGFR levels than those with C/G or C/C genotypes. However, as recognized by the same authors, it is possible to speculate that the relatively low frequency of <italic>PNPLA3</italic> G/G genotype in that study and the inclusion of children with and without NAFLD may provide a neutral relationship between NAFLD, <italic>PNPLA3</italic> rs738409 and renal function &#x0005B;<xref ref-type="bibr" rid="B30">30</xref>&#x0005D;.</p>
<p>Collectively, however, these observational data supported the notion that rs738409 G/G genotype is associated with an increased risk of CKD. This association seems to remain statistically significant in patients with and without T2DM even after controlling for several CKD risk factors and the presence of NAFLD. However, some relevant aspects of the aforementioned observational studies should be mentioned here. First, all studies used different creatinine-based GFR estimating equations. We believe that the use of direct measurements of GFR would have been more appropriate, as it is known that the equations based on serum levels of creatinine might be not accurate in estimating GFR in some specific patients, including those with obesity or advanced liver disease &#x0005B;<xref ref-type="bibr" rid="B13">13</xref>&#x0005D;. Second, NAFLD was diagnosed by imaging techniques or specific indirect markers and, rarely, by histology (which is the &#x0201C;gold standard&#x0201D; for the diagnosis of NAFLD &#x0005B;<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>&#x0005D;). Third, no further information was available regarding the renal pathology. Fourth, at present, no information regarding the association between <italic>PNPAL3</italic> rs738409 and CKD is available in non-NAFLD patient cohorts. We believe that this aspect should be timely investigated in order to corroborate the accumulating evidence regarding the potential effect of rs738409 on the kidney function. Lastly, PNPLA3 variant in association to CKD has not been identified by GWAS studies yet.</p>
</sec>
<sec id="s4"><title>Experimental data on the effect of PNPLA3 rs738409 in the renal function</title>
<p>To date, the mechanisms underpinning the relationship between <italic>PNPLA3</italic> rs738409 and impaired kidney function are poorly understood. In the literature, it is still discussed whether the G allele of rs738409 exerts a direct adverse impact on kidney function or whether it indirectly influences the kidney function by hepatic lipid status. Seeing that the presence of NAFLD is associated to unfavourable metabolic profile with the subsequent decline of renal function, Marzuillo et al. &#x0005B;<xref ref-type="bibr" rid="B29">29</xref>&#x0005D;, have speculated on the existence of a vicious circle in which the PNPLA3 148M allele may predispose individuals to NAFLD, and, in turn, NAFLD may boost the (adverse) effect of the PNPLA3 148M allele on renal function. Corroborating this hypothesis, Pirazzi et al. &#x0005B;<xref ref-type="bibr" rid="B35">35</xref>&#x0005D;, performed an <italic>in vitro</italic> study reporting that PNPLA3 was expressed in adipose tissue, but also in the kidneys. In addition, Hoekstra et al. &#x0005B;<xref ref-type="bibr" rid="B43">43</xref>&#x0005D;, reported that the expression of <italic>PNPLA3</italic> gene in the adipose tissue of mice was approximately 50-100-fold higher than that observed in the liver tissue. Interestingly, in that study, the difference in expression of <italic>PNPLA3</italic> gene between adipose and liver tissue was increased when mice were fed with Western-type diet (which can be considered a condition of lipid excess), thereby suggesting that adiposity may amplify the genetic impact of PNPLA3 &#x0005B;<xref ref-type="bibr" rid="B43">43</xref>&#x0005D;. In this context, as reported by Stender et al. &#x0005B;<xref ref-type="bibr" rid="B44">44</xref>&#x0005D;, it is important to note that the gene-adiposity interaction may have a relevant role in the development and progression of NAFLD. In line with this view, some authors have speculated that in the kidney the expression of PNPLA3 may be enhanced in condition of lipid excess, leading to the accumulation of lipids in podocytes but also in renal mesangial or tubular cells &#x0005B;<xref ref-type="bibr" rid="B25">25</xref>&#x0005D;. In this context, it is important to note that the accumulation of lipids in the kidney cells may also promote insulin resistance, oxidative stress and pro-inflammatory state, thereby leading to renal structural and functional alterations that may additionally weaken the integrity of glomeruli &#x0005B;<xref ref-type="bibr" rid="B45">45</xref>&#x0005D; (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float"><label>Figure 1.</label><caption><p>Putative mechanisms underpinning the association between <italic>PNPLA3</italic> rs738409 genotype and kidney function. PNPLA3 has a hydrolase activity regarding triglycerides and retinyl esters. It is thought that in mesangial cells and podocytes PNPLA3 might be located in the lipid droplets. The I148M mutation leads a diminution of function of the protein with an excessive internment of fat and retinol in cells. The accumulation of lipids and retinol in the kidney cells may promote insulin resistance, oxidative stress and pro-inflammatory cytokines, thus resulting in renal structural and functional alterations</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="10014-g001.tif"/></fig>
<p>Fat accumulation and lipotoxicity may not be the only mechanisms proposed to influence the direct or indirect action of PNPLA3 on the impaired kidney function. Romeo et al. &#x0005B;<xref ref-type="bibr" rid="B46">46</xref>&#x0005D;, for instance, speculated that the G variant of rs738409 may influence the glomerular filtration through an activation of kidney pericytes, thereby concurring to the development of kidney fibrosis. At present, indeed, it is believed that kidney fibrosis (along with chronic inflammation) is one of most important pathological process implicated in CKD &#x0005B;<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B46">46</xref>&#x0005D;. Future studies are needed to elucidate the biological mechanisms underlying the relationship between <italic>PNPLA3</italic> rs738409 and impaired kidney function.</p>
</sec>
<sec id="s5"><title>Future perspective</title>
<p>Seeing that several epidemiological studies have documented that NAFLD is independently associated with higher risk of CKD, it remains to establish whether <italic>PNPLA3</italic> variants are active contributors or innocent bystanders. Indeed, the issue of whether G allele risk is a strong mediator of the relationship between NAFLD and CKD becomes more and more apparent. The Mendelian randomization approach will help to make causal inferences.</p>
<p>At present, there are not formal recommendations for patients with several specific gene variants that predispose to NAFLD and its hepatic or extra-hepatic complications, including CKD. However, it is reasonable to assume that future and potential therapeutic strategies focused on personalized medicine will include PNPLA3 genetic classification test &#x0005B;<xref ref-type="bibr" rid="B13">13</xref>&#x0005D;. Although many clinical trials are still ongoing to assess the individual response to NAFLD intervention in function of gene polymorphisms, accumulating data now suggest that 148M carriers may respond differently to lifestyle and drug intervention &#x0005B;<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B47">47</xref>&#x0005D;. Therefore, it is likely that therapeutic interventions that decreased PNPLA3 I148M levels may ameliorate the severity of NAFLD and the consequences of its complications.</p>
</sec>
<sec id="s6"><title>Conclusions</title>
<p>CKD is closely associated with all-cause mortality as well as with the development of end-stage renal disease, cardiovascular disease or other serious comorbidities &#x0005B;<xref ref-type="bibr" rid="B1">1</xref>&#x0005D;. Hence, the identification of further independent predictors for CKD is crucial in clinical practice. At present, there is strong evidence linking NAFLD and CKD, indicating that patients with NAFLD could need more intensive surveillance and treatment in order to reduce their risk of developing CKD &#x0005B;<xref ref-type="bibr" rid="B8">8</xref>&#x02013;<xref ref-type="bibr" rid="B22">22</xref>&#x0005D;. Additionally, accumulating data also suggest the existence of an association between <italic>PNPLA3</italic> rs738409 gene variant (which is strongly linked to the development of NAFLD and its advanced forms) and risk of CKD &#x0005B;<xref ref-type="bibr" rid="B23">23</xref>&#x02013;<xref ref-type="bibr" rid="B29">29</xref>&#x0005D;, thereby suggesting that PNPLA3 may directly influence the kidney injury &#x0005B;<xref ref-type="bibr" rid="B44">44</xref>&#x0005D;. This may also clarify the epidemiological association between liver and kidney disease. The pathophysiological mechanisms linking <italic>PNPLA3</italic> gene, NAFLD and CKD seem to be complex and require additional studies to be elucidated. The identification of such mechanisms may result in novel therapeutic targets for the treatment of CKD. Meanwhile, it is reasonable to suppose that patients with NAFLD should be also better genotyped, given the potential role of the <italic>PNPLA3</italic> gene on the risk of NAFLD and CKD.</p>
</sec>
</body>
<back>
<glossary><title>Abbreviations</title>
<def-list>
<def-item><term>CKD:</term><def><p>chronic kidney disease</p></def></def-item>
<def-item><term>eGFR:</term><def><p>estimated glomerular filtration rate</p></def></def-item>
<def-item><term>FLI:</term><def><p>fatty liver index</p></def></def-item>
<def-item><term>GFR:</term><def><p>glomerular filtration rate</p></def></def-item>
<def-item><term>GWAS:</term><def><p>genome-wide association studies</p></def></def-item>
<def-item><term>NAFLD:</term><def><p>non-alcoholic fatty liver disease</p></def></def-item>
<def-item><term>NASH:</term><def><p>non-alcoholic steatohepatitis</p></def></def-item>
<def-item><term>PNPLA3:</term><def><p>patatin-like phospholipase domain containing 3</p></def></def-item>
<def-item><term>T2DM:</term><def><p>type 2 diabetes</p></def></def-item>
</def-list>
</glossary>
<sec id="s7"><title>Declarations</title>
<sec><title>Author contributions</title>
<p>AM and CZ contributed conception and design of the study; AM and CZ wrote the first draft of the manuscript. All authors contributed to manuscript revision, read and approved the submitted version.</p>
</sec>
<sec><title>Conflicts of interest</title>
<p>The authors declare that they have no conflicts of interest.</p>
</sec>
<sec><title>Ethical approval</title>
<p>Not applicable.</p>
</sec>
<sec><title>Consent to participate</title>
<p>Not applicable.</p>
</sec>
<sec><title>Consent to publication</title>
<p>Not applicable.</p>
</sec>
<sec><title>Availability of data and materials</title>
<p>Not applicable.</p>
</sec>
<sec><title>Funding</title>
<p>Not applicable.</p>
</sec>
<sec><title>Copyright</title>
<p>&#x000A9; The Author(s) 2020.</p>
</sec>
</sec>
<ref-list><title>References</title>
<ref id="B1"><label>1.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Webster</surname><given-names>AC</given-names></name><name><surname>Nagler</surname><given-names>EV</given-names></name><name><surname>Morton</surname><given-names>RL</given-names></name><name><surname>Masson</surname><given-names>P.</given-names></name></person-group> <article-title>Chronic kidney disease</article-title>. <source>Lancet</source>. <year>2017</year>;<volume>389</volume>:<fpage>1238</fpage>&#x02013;<lpage>52</lpage>. <pub-id pub-id-type="doi">10.1016/S0140-6736(16)32064-5</pub-id> <pub-id pub-id-type="pmid">27887750</pub-id></mixed-citation></ref>
<ref id="B2"><label>2.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Hill</surname><given-names>NR</given-names></name><name><surname>Fatoba</surname><given-names>ST</given-names></name><name><surname>Oke</surname><given-names>JL</given-names></name><name><surname>Hirst</surname><given-names>JA</given-names></name><name><surname>O&#x02019;Callaghan</surname><given-names>CA</given-names></name><name><surname>Lasserson</surname><given-names>DS</given-names></name><name><surname>Hobbs</surname><given-names>FD.</given-names></name></person-group> <article-title>Global prevalence of chronic kidney disease-a systematic review and meta&#x02013;analysis</article-title>. <source>PLoS One</source>. <year>2016</year>;<volume>11</volume>:<fpage>e0158765</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0158765</pub-id> <pub-id pub-id-type="pmid">27383068</pub-id> <pub-id pub-id-type="pmcid">PMC4934905</pub-id></mixed-citation></ref>
<ref id="B3"><label>3.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Stevens</surname><given-names>PE</given-names></name><name><surname>Levin</surname><given-names>A;</given-names></name></person-group> <person-group person-group-type="author"><collab>Kidney Disease: Improving Global Outcomes Chronic Kidney Disease Guideline Development Work Group Members.</collab></person-group> <article-title>Evaluation and management of chronic kidney disease: synopsis of the kidney disease: improving global outcomes 2012 clinical practice guideline</article-title>. <source>Ann Intern Med</source>. <year>2013</year>;<volume>158</volume>:<fpage>825</fpage>&#x02013;<lpage>30</lpage>. <pub-id pub-id-type="doi">10.7326/0003-4819-158-11-201306040-00007</pub-id> <pub-id pub-id-type="pmid">23732715</pub-id></mixed-citation></ref>
<ref id="B4"><label>4.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zoccali</surname><given-names>C</given-names></name><name><surname>Vanholder</surname><given-names>R</given-names></name><name><surname>Massy</surname><given-names>ZA</given-names></name><name><surname>Ortiz</surname><given-names>A</given-names></name><name><surname>Sarafidis</surname><given-names>P</given-names></name><name><surname>Dekker</surname><given-names>FW,</given-names></name></person-group> et al; <person-group person-group-type="author"><collab>European Renal and Cardiovascular Medicine (EURECA-m) Working Group of the European Renal Association-European Dialysis Transplantation Association (ERA-EDTA).</collab></person-group> <article-title>The systemic nature of CKD</article-title>. <source>Nat Rev Nephrol</source>. <year>2017</year>;<volume>13</volume>:<fpage>344</fpage>&#x02013;<lpage>58</lpage>. <pub-id pub-id-type="doi">10.1038/nrneph.2017.52</pub-id> <pub-id pub-id-type="pmid">28435157</pub-id></mixed-citation></ref>
<ref id="B5"><label>5.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Tr&#x000E9;po</surname><given-names>E</given-names></name><name><surname>Romeo</surname><given-names>S</given-names></name><name><surname>Zucman-Rossi</surname><given-names>J</given-names></name><name><surname>Nahon</surname><given-names>P.</given-names></name></person-group> <article-title>PNPLA3 gene in liver diseases</article-title>. <source>J Hepatol</source>. <year>2016</year>;<volume>65</volume>:<fpage>399</fpage>&#x02013;<lpage>412</lpage>. <pub-id pub-id-type="doi">10.1016/j.jhep.2016.03.011</pub-id> <pub-id pub-id-type="pmid">27038645</pub-id></mixed-citation></ref>
<ref id="B6"><label>6.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Eslam</surname><given-names>M</given-names></name><name><surname>George</surname><given-names>J.</given-names></name></person-group> <article-title>Genetic contributions to NAFLD: leveraging shared genetics to uncover systems biology</article-title>. <source>Nat Rev Gastroenterol Hepatol</source>. <year>2020</year>;<volume>17</volume>:<fpage>40</fpage>&#x02013;<lpage>52</lpage>. <pub-id pub-id-type="doi">10.1038/s41575-019-0212-0</pub-id> <pub-id pub-id-type="pmid">31641249</pub-id></mixed-citation></ref>
<ref id="B7"><label>7.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Eslam</surname><given-names>M</given-names></name><name><surname>Valenti</surname><given-names>L</given-names></name><name><surname>Romeo</surname><given-names>S.</given-names></name></person-group> <article-title>Genetics and epigenetics of NAFLD and NASH: clinical impact</article-title>. <source>J Hepatol</source>. <year>2018</year>;<volume>68</volume>:<fpage>268</fpage>&#x02013;<lpage>79</lpage>. <pub-id pub-id-type="doi">10.1016/j.jhep.2017.09.003</pub-id> <pub-id pub-id-type="pmid">29122391</pub-id></mixed-citation></ref>
<ref id="B8"><label>8.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Younossi</surname><given-names>ZM</given-names></name><name><surname>Koenig</surname><given-names>AB</given-names></name><name><surname>Abdelatif</surname><given-names>D</given-names></name><name><surname>Fazel</surname><given-names>Y</given-names></name><name><surname>Henry</surname><given-names>L</given-names></name><name><surname>Wymer</surname><given-names>M.</given-names></name></person-group> <article-title>Global epidemiology of nonalcoholic fatty liver disease-meta-analytic assessment of prevalence, incidence, and outcomes</article-title>. <source>Hepatology</source>. <year>2016</year>;<volume>64</volume>:<fpage>73</fpage>&#x02013;<lpage>84</lpage>. <pub-id pub-id-type="doi">10.1002/hep.28431</pub-id> <pub-id pub-id-type="pmid">26707365</pub-id></mixed-citation></ref>
<ref id="B9"><label>9.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Byrne</surname><given-names>CD</given-names></name><name><surname>Targher</surname><given-names>G.</given-names></name></person-group> <article-title>NAFLD: a multisystem disease</article-title>. <source>J Hepatol</source>. <year>2015</year>;<volume>62</volume>:<fpage>S47</fpage>&#x02013;<lpage>64</lpage>. <pub-id pub-id-type="doi">10.1016/j.jhep.2014.12.012</pub-id> <pub-id pub-id-type="pmid">25920090</pub-id></mixed-citation></ref>
<ref id="B10"><label>10.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Musso</surname><given-names>G</given-names></name><name><surname>Gambino</surname><given-names>R</given-names></name><name><surname>Tabibian</surname><given-names>JH</given-names></name><name><surname>Ekstedt</surname><given-names>M</given-names></name><name><surname>Kechagias</surname><given-names>S</given-names></name><name><surname>Hamaguchi</surname><given-names>M</given-names></name><etal/></person-group> <article-title>Association of non-alcoholic fatty liver disease with chronic kidney disease: a systematic review and meta-analysis</article-title>. <source>PLoS Med</source>. <year>2014</year>;<volume>11</volume>:<fpage>e1001680</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pmed.1001680</pub-id> <pub-id pub-id-type="pmid">25050550</pub-id> <pub-id pub-id-type="pmcid">PMC4106719</pub-id></mixed-citation></ref>
<ref id="B11"><label>11.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Mantovani</surname><given-names>A</given-names></name><name><surname>Zaza</surname><given-names>G</given-names></name><name><surname>Byrne</surname><given-names>CD</given-names></name><name><surname>Lonardo</surname><given-names>A</given-names></name><name><surname>Zoppini</surname><given-names>G</given-names></name><name><surname>Bonora</surname><given-names>E</given-names></name><etal/></person-group> <article-title>Nonalcoholic fatty liver disease increases risk of incident chronic kidney disease: a systematic review and meta-analysis</article-title>. <source>Metabolism</source>. <year>2018</year>;<volume>79</volume>:<fpage>64</fpage>&#x02013;<lpage>76</lpage>. <pub-id pub-id-type="doi">10.1016/j.metabol.2017.11.003</pub-id> <pub-id pub-id-type="pmid">29137912</pub-id></mixed-citation></ref>
<ref id="B12"><label>12.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Targher</surname><given-names>G</given-names></name><name><surname>Byrne</surname><given-names>CD.</given-names></name></person-group> <article-title>Non-alcoholic fatty liver disease: an emerging driving force in chronic kidney disease</article-title>. <source>Nat Rev Nephrol</source>. <year>2017</year>;<volume>13</volume>:<fpage>297</fpage>&#x02013;<lpage>310</lpage>. <pub-id pub-id-type="doi">10.1038/nrneph.2017.16</pub-id> <pub-id pub-id-type="pmid">28218263</pub-id></mixed-citation></ref>
<ref id="B13"><label>13.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Mantovani</surname><given-names>A</given-names></name><name><surname>Zusi</surname><given-names>C</given-names></name><name><surname>Dalbeni</surname><given-names>A</given-names></name><name><surname>Grani</surname><given-names>G</given-names></name><name><surname>Buzzetti</surname><given-names>E.</given-names></name></person-group> <article-title>Risk of kidney dysfunction in NAFLD</article-title>. <source>Curr Pharm Des</source>. <year>2019</year>; <comment>&#x0005B;Epub ahead of print&#x0005D;</comment>. <pub-id pub-id-type="doi">10.2174/1381612825666191026113119</pub-id></mixed-citation></ref>
<ref id="B14"><label>14.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Targher</surname><given-names>G</given-names></name><name><surname>Chonchol</surname><given-names>M</given-names></name><name><surname>Bertolini</surname><given-names>L</given-names></name><name><surname>Rodella</surname><given-names>S</given-names></name><name><surname>Zenari</surname><given-names>L</given-names></name><name><surname>Lippi</surname><given-names>G</given-names></name><etal/></person-group> <article-title>Increased risk of CKD among type 2 diabetics with nonalcoholic fatty liver disease</article-title>. <source>J Am Soc Nephrol</source>. <year>2008</year>;<volume>19</volume>:<fpage>1564</fpage>&#x02013;<lpage>70</lpage>. <pub-id pub-id-type="doi">10.1681/ASN.2007101155</pub-id> <pub-id pub-id-type="pmid">18385424</pub-id> <pub-id pub-id-type="pmcid">PMC2488256</pub-id></mixed-citation></ref>
<ref id="B15"><label>15.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Arase</surname><given-names>Y</given-names></name><name><surname>Suzuki</surname><given-names>F</given-names></name><name><surname>Kobayashi</surname><given-names>M</given-names></name><name><surname>Suzuki</surname><given-names>Y</given-names></name><name><surname>Kawamura</surname><given-names>Y</given-names></name><name><surname>Matsumoto</surname><given-names>N</given-names></name><etal/></person-group> <article-title>The development of chronic kidney disease in Japanese patients with non-alcoholic fatty liver disease</article-title>. <source>Intern Med</source>. <year>2011</year>;<volume>50</volume>:<fpage>1081</fpage>&#x02013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.2169/internalmedicine.50.5043</pub-id> <pub-id pub-id-type="pmid">21576832</pub-id></mixed-citation></ref>
<ref id="B16"><label>16.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Huh</surname><given-names>JH</given-names></name><name><surname>Kim</surname><given-names>JY</given-names></name><name><surname>Choi</surname><given-names>E</given-names></name><name><surname>Kim</surname><given-names>JS</given-names></name><name><surname>Chang</surname><given-names>Y</given-names></name><name><surname>Sung</surname><given-names>KC.</given-names></name></person-group> <article-title>The fatty liver index as a predictor of incident chronic kidney disease in a 10-year prospective cohort study</article-title>. <source>PLoS One</source>. <year>2017</year>;<volume>12</volume>:<fpage>e0180951</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0180951</pub-id> <pub-id pub-id-type="pmid">28738057</pub-id> <pub-id pub-id-type="pmcid">PMC5524328</pub-id></mixed-citation></ref>
<ref id="B17"><label>17.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Targher</surname><given-names>G</given-names></name><name><surname>Mantovani</surname><given-names>A</given-names></name><name><surname>Pichiri</surname><given-names>I</given-names></name><name><surname>Mingolla</surname><given-names>L</given-names></name><name><surname>Cavalieri</surname><given-names>V</given-names></name><name><surname>Mantovani</surname><given-names>W</given-names></name><etal/></person-group> <article-title>Nonalcoholic fatty liver disease is independently associated with an increased incidence of chronic kidney disease in patients with type 1 diabetes</article-title>. <source>Diabetes Care</source>. <year>2014</year>;<volume>37</volume>:<fpage>1729</fpage>&#x02013;<lpage>36</lpage>. <pub-id pub-id-type="doi">10.2337/dc13-2704</pub-id> <pub-id pub-id-type="pmid">24696459</pub-id></mixed-citation></ref>
<ref id="B18"><label>18.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Shen</surname><given-names>ZW</given-names></name><name><surname>Xing</surname><given-names>J</given-names></name><name><surname>Wang</surname><given-names>QL</given-names></name><name><surname>Faheem</surname><given-names>A</given-names></name><name><surname>Ji</surname><given-names>X</given-names></name><name><surname>Li</surname><given-names>J</given-names></name><etal/></person-group> <article-title>Association between serum &#x003B3;-glutamyltransferase and chronic kidney disease in urban Han Chinese: a prospective cohort study</article-title>. <source>Int Urol Nephrol</source>. <year>2017</year>;<volume>49</volume>:<fpage>303</fpage>&#x02013;<lpage>12</lpage>. <pub-id pub-id-type="doi">10.1007/s11255-016-1429-2</pub-id> <pub-id pub-id-type="pmid">27704320</pub-id></mixed-citation></ref>
<ref id="B19"><label>19.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Sinn</surname><given-names>DH</given-names></name><name><surname>Kang</surname><given-names>D</given-names></name><name><surname>Jang</surname><given-names>HR</given-names></name><name><surname>Gu</surname><given-names>S</given-names></name><name><surname>Cho</surname><given-names>SJ</given-names></name><name><surname>Paik</surname><given-names>SW</given-names></name><etal/></person-group> <article-title>Development of chronic kidney disease in patients with non-alcoholic fatty liver disease: a cohort study</article-title>. <source>J Hepatol</source>. <year>2017</year>;<volume>67</volume>:<fpage>1274</fpage>&#x02013;<lpage>80</lpage>. <pub-id pub-id-type="doi">10.1016/j.jhep.2017.08.024</pub-id> <pub-id pub-id-type="pmid">28870674</pub-id></mixed-citation></ref>
<ref id="B20"><label>20.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kunutsor</surname><given-names>SK</given-names></name><name><surname>Laukkanen</surname><given-names>JA.</given-names></name></person-group> <article-title>Gamma-glutamyltransferase and risk of chronic kidney disease: a prospective cohort study</article-title>. <source>Clin Chim Acta</source>. <year>2017</year>;<volume>473</volume>:<fpage>39</fpage>&#x02013;<lpage>44</lpage>. <pub-id pub-id-type="doi">10.1016/j.cca.2017.08.014</pub-id> <pub-id pub-id-type="pmid">28811239</pub-id></mixed-citation></ref>
<ref id="B21"><label>21.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Jang</surname><given-names>HR</given-names></name><name><surname>Kang</surname><given-names>D</given-names></name><name><surname>Sinn</surname><given-names>DH</given-names></name><name><surname>Gu</surname><given-names>S</given-names></name><name><surname>Cho</surname><given-names>SJ</given-names></name><name><surname>Lee</surname><given-names>JE</given-names></name><etal/></person-group> <article-title>Nonalcoholic fatty liver disease accelerates kidney function decline in patients with chronic kidney disease: a cohort study</article-title>. <source>Sci Rep</source>. <year>2018</year>;<volume>8</volume>:<fpage>4718</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-018-23014-0</pub-id> <pub-id pub-id-type="pmid">29549269</pub-id> <pub-id pub-id-type="pmcid">PMC5856790</pub-id></mixed-citation></ref>
<ref id="B22"><label>22.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Wilechansky</surname><given-names>RM</given-names></name><name><surname>Pedley</surname><given-names>A</given-names></name><name><surname>Massaro</surname><given-names>JM</given-names></name><name><surname>Hoffmann</surname><given-names>U</given-names></name><name><surname>Benjamin</surname><given-names>EJ</given-names></name><name><surname>Long</surname><given-names>MT.</given-names></name></person-group> <article-title>Relations of liver fat with prevalent and incident chronic kidney disease in the Framingham Heart Study: a secondary analysis</article-title>. <source>Liver Int</source>. <year>2019</year>;<volume>39</volume>:<fpage>1535</fpage>&#x02013;<lpage>44</lpage>. <pub-id pub-id-type="doi">10.1111/liv.14125</pub-id> <pub-id pub-id-type="pmid">31033142</pub-id> <pub-id pub-id-type="pmcid">PMC6675651</pub-id></mixed-citation></ref>
<ref id="B23"><label>23.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Park</surname><given-names>H</given-names></name><name><surname>Dawwas</surname><given-names>GK</given-names></name><name><surname>Liu</surname><given-names>X</given-names></name><name><surname>Nguyen</surname><given-names>MH</given-names></name></person-group>. <article-title>Nonalcoholic fatty liver disease increases risk of incident advanced chronic kidney disease: a propensity-matched cohort study</article-title>. <source>J Intern Med</source>. <year>2019</year>:<volume>286</volume>:<fpage>711</fpage>&#x02013;<lpage>22</lpage>. <pub-id pub-id-type="doi">10.1111/joim.12964</pub-id> <pub-id pub-id-type="pmid">31359543</pub-id> <pub-id pub-id-type="pmcid">PMC6851415</pub-id></mixed-citation></ref>
<ref id="B24"><label>24.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Oniki</surname><given-names>K</given-names></name><name><surname>Saruwatari</surname><given-names>J</given-names></name><name><surname>Izuka</surname><given-names>T</given-names></name><name><surname>Kajiwara</surname><given-names>A</given-names></name><name><surname>Morita</surname><given-names>K</given-names></name><name><surname>Sakata</surname><given-names>M</given-names></name><etal/></person-group> <article-title>Nakagawa K. Influence of the PNPLA3 rs738409 polymorphism on non-alcoholic fatty liver disease and renal function among normal weight subjects</article-title>. <source>PLoS One</source>. <year>2015</year>;<volume>10</volume>:<fpage>e0132640</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0132640</pub-id> <pub-id pub-id-type="pmid">26200108</pub-id> <pub-id pub-id-type="pmcid">PMC4511733</pub-id></mixed-citation></ref>
<ref id="B25"><label>25.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Musso</surname><given-names>G</given-names></name><name><surname>Cassader</surname><given-names>M</given-names></name><name><surname>Gambino</surname><given-names>R.</given-names></name></person-group> <article-title>PNPLA3 rs738409 and TM6SF2 rs58542926 gene variants affect renal disease and function in nonalcoholic fatty liver disease</article-title>. <source>Hepatology</source> <year>2015</year>;<volume>62</volume>:<fpage>658</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1002/hep.27643</pub-id> <pub-id pub-id-type="pmid">25482317</pub-id></mixed-citation></ref>
<ref id="B26"><label>26.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Mantovani</surname><given-names>A</given-names></name><name><surname>Zusi</surname><given-names>C</given-names></name><name><surname>Sani</surname><given-names>E</given-names></name><name><surname>Colecchia</surname><given-names>A</given-names></name><name><surname>Lippi</surname><given-names>G</given-names></name><name><surname>Zaza</surname><given-names>GL</given-names></name><etal/></person-group> <article-title>Association between PNPLA3rs738409 polymorphism decreased kidney function in postmenopausal type 2 diabetic women with or without non-alcoholic fatty liver disease</article-title>. <source>Diabetes Metab</source>. <year>2019</year>;<volume>45</volume>:<fpage>480</fpage>&#x02013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.1016/j.diabet.2019.01.011</pub-id> <pub-id pub-id-type="pmid">30763699</pub-id></mixed-citation></ref>
<ref id="B27"><label>27.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Sun</surname><given-names>DQ</given-names></name><name><surname>Zheng</surname><given-names>KI</given-names></name><name><surname>Xu</surname><given-names>G</given-names></name><name><surname>Ma</surname><given-names>HL</given-names></name><name><surname>Zhang</surname><given-names>HY</given-names></name><name><surname>Pan</surname><given-names>XY</given-names></name><etal/></person-group> <article-title>PNPLA3 rs738409 is associated with renal glomerular and tubular injury in NAFLD patients with persistently normal ALT levels</article-title>. <source>Liver Int</source>. <year>2019</year>;<volume>40</volume>:<fpage>107</fpage>&#x02013;<lpage>19</lpage>. <pub-id pub-id-type="doi">10.1111/liv.14251</pub-id> <pub-id pub-id-type="pmid">31519069</pub-id></mixed-citation></ref>
<ref id="B28"><label>28.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Targher</surname><given-names>G</given-names></name><name><surname>Mantovani</surname><given-names>A</given-names></name><name><surname>Alisi</surname><given-names>A</given-names></name><name><surname>Mosca</surname><given-names>A</given-names></name><name><surname>Panera</surname><given-names>N</given-names></name><name><surname>Byrne</surname><given-names>CD</given-names></name><etal/></person-group> <article-title>Relationship between PNPLA3 rs738409 polymorphism and decreased kidney function in children with NAFLD</article-title>. <source>Hepatology</source>. <year>2019</year>;<volume>70</volume>:<fpage>142</fpage>&#x02013;<lpage>53</lpage>. <pub-id pub-id-type="doi">10.1002/hep.30625</pub-id> <pub-id pub-id-type="pmid">30912854</pub-id></mixed-citation></ref>
<ref id="B29"><label>29.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Marzuillo</surname><given-names>P</given-names></name><name><surname>Di Sessa</surname><given-names>A</given-names></name><name><surname>Guarino</surname><given-names>S</given-names></name><name><surname>Capalbo</surname><given-names>D</given-names></name><name><surname>Umano</surname><given-names>GR</given-names></name><name><surname>Pedull&#x000E0;</surname><given-names>M</given-names></name><etal/></person-group> <article-title>Non-alcoholic fatty liver disease and eGFR levels could be linked by the PNPLA3 I148M polymorphism in children with obesity</article-title>. <source>Pediatr Obes</source>. <year>2019</year>;<volume>14</volume>:<fpage>e12539</fpage>. <pub-id pub-id-type="doi">10.1111/ijpo.12539</pub-id> <pub-id pub-id-type="pmid">31184438</pub-id></mixed-citation></ref>
<ref id="B30"><label>30.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Di Costanzo</surname><given-names>A</given-names></name><name><surname>Pacifico</surname><given-names>L</given-names></name><name><surname>D&#x02019;Erasmo</surname><given-names>L</given-names></name><name><surname>Polito</surname><given-names>L</given-names></name><name><surname>Martino</surname><given-names>MD</given-names></name><name><surname>Perla</surname><given-names>FM</given-names></name><etal/></person-group> <article-title>Nonalcoholic fatty liver disease (NAFLD), but not its susceptibility gene variants, influences the decrease of kidney function in overweight/obese children</article-title>. <source>Int J Mol Sci</source>. <year>2019</year>;<volume>20</volume>. <pub-id pub-id-type="doi">10.3390/ijms20184444</pub-id></mixed-citation></ref>
<ref id="B31"><label>31.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Romeo</surname><given-names>S</given-names></name><name><surname>Kozlitina</surname><given-names>J</given-names></name><name><surname>Xing</surname><given-names>C</given-names></name><name><surname>Pertsemlidis</surname><given-names>A</given-names></name><name><surname>Cox</surname><given-names>D</given-names></name><name><surname>Pennacchio</surname><given-names>LA</given-names></name><etal/></person-group> <article-title>Genetic variation in PNPLA3 confers susceptibility to nonalcoholic fatty liver disease</article-title>. <source>Nat Genet</source>. <year>2008</year>;<volume>40</volume>:<fpage>1461</fpage>&#x02013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.1038/ng.257</pub-id> <pub-id pub-id-type="pmid">18820647</pub-id> <pub-id pub-id-type="pmcid">PMC2597056</pub-id></mixed-citation></ref>
<ref id="B32"><label>32.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Sookoian</surname><given-names>S</given-names></name><name><surname>Casta&#x000F1;o</surname><given-names>GO</given-names></name><name><surname>Burgue&#x000F1;o</surname><given-names>AL</given-names></name><name><surname>Gianotti</surname><given-names>TF</given-names></name><name><surname>Rosselli</surname><given-names>MS</given-names></name><name><surname>Pirola</surname><given-names>CJ.</given-names></name></person-group> <article-title>A nonsynonymous gene variant in the adiponutrin gene is associated with nonalcoholic fatty liver disease severity</article-title>. <source>J Lipid Res</source>. <year>2009</year>;<volume>50</volume>:<fpage>2111</fpage>&#x02013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1194/jlr.P900013-JLR200</pub-id> <pub-id pub-id-type="pmid">19738004</pub-id> <pub-id pub-id-type="pmcid">PMC2739750</pub-id></mixed-citation></ref>
<ref id="B33"><label>33.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Valenti</surname><given-names>L</given-names></name><name><surname>Al-Serri</surname><given-names>A</given-names></name><name><surname>Daly</surname><given-names>AK</given-names></name><name><surname>Galmozzi</surname><given-names>E</given-names></name><name><surname>Rametta</surname><given-names>R</given-names></name><name><surname>Dongiovanni</surname><given-names>P</given-names></name><etal/></person-group> <article-title>Homozygosity for the patatin-like phospholipase-3/adiponutrin I148M polymorphism influences liver fibrosis in patients with nonalcoholic fatty liver disease</article-title>. <source>Hepatology</source>. <year>2010</year>;<volume>51</volume>:<fpage>1209</fpage>&#x02013;<lpage>17</lpage>. <pub-id pub-id-type="doi">10.1002/hep.23622</pub-id> <pub-id pub-id-type="pmid">20373368</pub-id></mixed-citation></ref>
<ref id="B34"><label>34.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Sookoian</surname><given-names>S</given-names></name><name><surname>Pirola</surname><given-names>CJ.</given-names></name></person-group> <article-title>Meta-analysis of the influence of I148M variant of patatin-like phospholipase domain containing 3 gene (PNPLA3) on the susceptibility and histological severity of nonalcoholic fatty liver disease</article-title>. <source>Hepatology</source>. <year>2011</year>;<volume>53</volume>:<fpage>1883</fpage>&#x02013;<lpage>94</lpage>. <pub-id pub-id-type="doi">10.1002/hep.24283</pub-id> <pub-id pub-id-type="pmid">21381068</pub-id></mixed-citation></ref>
<ref id="B35"><label>35.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Pirazzi</surname><given-names>C</given-names></name><name><surname>Valenti</surname><given-names>L</given-names></name><name><surname>Motta</surname><given-names>BM</given-names></name><name><surname>Pingitore</surname><given-names>P</given-names></name><name><surname>Hedfalk</surname><given-names>K</given-names></name><name><surname>Mancina</surname><given-names>RM</given-names></name><etal/></person-group> <article-title>PNPLA3 has retinyl-palmitate lipase activity in human hepatic stellate cells</article-title>. <source>Hum Mol Genet</source>. <year>2014</year>;<volume>23</volume>:<fpage>4077</fpage>&#x02013;<lpage>85</lpage>. <pub-id pub-id-type="doi">10.1093/hmg/ddu121</pub-id> <pub-id pub-id-type="pmid">24670599</pub-id> <pub-id pub-id-type="pmcid">PMC4082369</pub-id></mixed-citation></ref>
<ref id="B36"><label>36.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kovarova</surname><given-names>M</given-names></name><name><surname>K&#x000F6;nigsrainer</surname><given-names>I</given-names></name><name><surname>K&#x000F6;nigsrainer</surname><given-names>A</given-names></name><name><surname>Machicao</surname><given-names>F</given-names></name><name><surname>H&#x000E4;ring</surname><given-names>HU</given-names></name><name><surname>Schleicher</surname><given-names>E</given-names></name><etal/></person-group> <article-title>The genetic variant I148M in PNPLA3 is associated with increased hepatic retinyl-palmitate storage in humans</article-title>. <source>J Clin Endocrinol Metab</source>. <year>2015</year>;<volume>100</volume>:<fpage>E1568</fpage>&#x02013;<lpage>74</lpage>. <pub-id pub-id-type="doi">10.1210/jc.2015-2978</pub-id> <pub-id pub-id-type="pmid">26439088</pub-id></mixed-citation></ref>
<ref id="B37"><label>37.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Tian</surname><given-names>C</given-names></name><name><surname>Stokowski</surname><given-names>RP</given-names></name><name><surname>Kershenobich</surname><given-names>D</given-names></name><name><surname>Ballinger</surname><given-names>DG</given-names></name><name><surname>Hinds</surname><given-names>DA.</given-names></name></person-group> <article-title>Variant in PNPLA3 is associated with alcoholic liver disease</article-title>. <source>Nat Genet</source>. <year>2010</year>;<volume>42</volume>:<fpage>21</fpage>&#x02013;<lpage>3</lpage>. <pub-id pub-id-type="doi">10.1038/ng.488</pub-id> <pub-id pub-id-type="pmid">19946271</pub-id></mixed-citation></ref>
<ref id="B38"><label>38.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Stickel</surname><given-names>F</given-names></name><name><surname>Buch</surname><given-names>S</given-names></name><name><surname>Lau</surname><given-names>K</given-names></name><name><surname>Meyer zu Schwabedissen</surname><given-names>H</given-names></name><name><surname>Berg</surname><given-names>T</given-names></name><name><surname>Ridinger</surname><given-names>M</given-names></name><name><surname>Rietschel</surname><given-names>M</given-names></name><etal/></person-group> <article-title>Genetic variation in the PNPLA3 gene is associated with alcoholic liver injury in caucasians</article-title>. <source>Hepatology</source>. <year>2011</year>;<volume>53</volume>:<fpage>86</fpage>&#x02013;<lpage>95</lpage>. <pub-id pub-id-type="doi">10.1002/hep.24017</pub-id> <pub-id pub-id-type="pmid">21254164</pub-id></mixed-citation></ref>
<ref id="B39"><label>39.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Valenti</surname><given-names>L</given-names></name><name><surname>Rumi</surname><given-names>M</given-names></name><name><surname>Galmozzi</surname><given-names>E</given-names></name><name><surname>Aghemo</surname><given-names>A</given-names></name><name><surname>Del Menico</surname><given-names>B</given-names></name><name><surname>De Nicola</surname><given-names>S</given-names></name><etal/></person-group> <article-title>Patatin-like phospholipase domain-containing 3 I148M polymorphism, steatosis, and liver damage in chronic hepatitis C</article-title>. <source>Hepatology</source>. <year>2011</year>;<volume>53</volume>:<fpage>791</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1002/hep.24123</pub-id> <pub-id pub-id-type="pmid">21319195</pub-id></mixed-citation></ref>
<ref id="B40"><label>40.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Muller</surname><given-names>T</given-names></name><name><surname>Buch</surname><given-names>S</given-names></name><name><surname>Berg</surname><given-names>T</given-names></name><name><surname>Hampe</surname><given-names>J</given-names></name><name><surname>Stickel</surname><given-names>F.</given-names></name></person-group> <article-title>Distinct, alcohol-modulated effects of PNPLA3 genotype on progression of chronic hepatitis C</article-title>. <source>J Hepatol</source>. <year>2011</year>;<volume>55</volume>:<fpage>732</fpage>&#x02013;<lpage>3</lpage>. <pub-id pub-id-type="doi">10.1016/j.jhep.2011.01.025</pub-id> <pub-id pub-id-type="pmid">21316406</pub-id></mixed-citation></ref>
<ref id="B41"><label>41.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Speliotes</surname><given-names>EK</given-names></name><name><surname>Yerges-Armstrong</surname><given-names>LM</given-names></name><name><surname>Wu</surname><given-names>J</given-names></name><name><surname>Hernaez</surname><given-names>R</given-names></name><name><surname>Kim</surname><given-names>LJ</given-names></name><name><surname>Palmer</surname><given-names>CD,</given-names></name></person-group> et al; <person-group person-group-type="author"><collab>NASH CRN; GIANT Consortium; MAGIC Investigators,</collab></person-group> <person-group person-group-type="author"><name><surname>Voight</surname><given-names>BF</given-names></name><name><surname>Carr</surname><given-names>JJ</given-names></name><name><surname>Feitosa</surname><given-names>MF</given-names></name><name><surname>Harris</surname><given-names>TB</given-names></name><name><surname>Fox</surname><given-names>CS</given-names></name><name><surname>Smith</surname><given-names>AV,</given-names></name></person-group> et al; <person-group person-group-type="author"><collab>GOLD Consortium</collab></person-group>. <article-title>Genome-wide association analysis identifies variants associated with nonalcoholic fatty liver disease that have distinct effects on metabolic traits</article-title>. <source>PLoS Genet</source>. <year>2011</year>;<volume>7</volume>:<fpage>e1001324</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pgen.1001324</pub-id> <pub-id pub-id-type="pmid">21423719</pub-id> <pub-id pub-id-type="pmcid">PMC3053321</pub-id></mixed-citation></ref>
<ref id="B42"><label>42.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname><given-names>DJ</given-names></name><name><surname>Peloso</surname><given-names>GM</given-names></name><name><surname>Yu</surname><given-names>H</given-names></name><name><surname>Butterworth</surname><given-names>AS</given-names></name><name><surname>Wang</surname><given-names>X</given-names></name><name><surname>Mahajan</surname><given-names>A</given-names></name><etal/></person-group> <article-title>Exome-wide association study of plasma lipids in &#x0003E; 300,000 individuals</article-title>. <source>Nat Genet</source>. <year>2017</year>;<volume>49</volume>:<fpage>1758</fpage>&#x02013;<lpage>66</lpage>. <pub-id pub-id-type="doi">10.1038/ng.3977</pub-id> <pub-id pub-id-type="pmid">29083408</pub-id> <pub-id pub-id-type="pmcid">PMC5709146</pub-id></mixed-citation></ref>
<ref id="B43"><label>43.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Hoekstra</surname><given-names>M</given-names></name><name><surname>Li</surname><given-names>Z</given-names></name><name><surname>Kruijt</surname><given-names>JK</given-names></name><name><surname>Van Eck</surname><given-names>M</given-names></name><name><surname>Van Berkel</surname><given-names>TJ</given-names></name><name><surname>Kuiper</surname><given-names>J.</given-names></name></person-group> <article-title>The expression level of non-alcoholic fatty liver disease-related gene PNPLA3 in hepatocytes is highly influenced by hepatic lipid status</article-title>. <source>J Hepatol</source>. <year>2010</year>;<volume>52</volume>:<fpage>244</fpage>&#x02013;<lpage>51</lpage>. <pub-id pub-id-type="doi">10.1016/j.jhep.2009.11.004</pub-id> <pub-id pub-id-type="pmid">20015565</pub-id></mixed-citation></ref>
<ref id="B44"><label>44.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Stender</surname><given-names>S</given-names></name><name><surname>Kozlitina</surname><given-names>J</given-names></name><name><surname>Nordestgaard</surname><given-names>BG</given-names></name><name><surname>Tybj&#x000E6;rg-Hansen</surname><given-names>A</given-names></name><name><surname>Hobbs</surname><given-names>HH</given-names></name><name><surname>Cohen</surname><given-names>JC.</given-names></name></person-group> <article-title>Adiposity amplifies the genetic risk of fatty liver disease conferred by multiple loci</article-title>. <source>Nat Genet</source>. <year>2017</year>;<volume>49</volume>:<fpage>842</fpage>&#x02013;<lpage>47</lpage>. <pub-id pub-id-type="doi">10.1038/ng.3855</pub-id> <pub-id pub-id-type="pmid">28436986</pub-id> <pub-id pub-id-type="pmcid">PMC5562020</pub-id></mixed-citation></ref>
<ref id="B45"><label>45.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>de Vries</surname><given-names>AP</given-names></name><name><surname>Ruggenenti</surname><given-names>P</given-names></name><name><surname>Ruan</surname><given-names>XZ</given-names></name><name><surname>Praga</surname><given-names>M</given-names></name><name><surname>Cruzado</surname><given-names>JM</given-names></name><name><surname>Bajema</surname><given-names>IM,</given-names></name></person-group> et al; <person-group person-group-type="author"><collab>ERA-EDTA Working Group Diabesity</collab></person-group>. <article-title>Fatty kidney: emerging role of ectopic lipid in obesity-related renal disease</article-title>. <source>Lancet Diabetes Endocrinol</source>. <year>2014</year>;<volume>2</volume>:<fpage>417</fpage>&#x02013;<lpage>26</lpage>. <pub-id pub-id-type="doi">10.1016/S2213-8587(14)70065-8</pub-id> <pub-id pub-id-type="pmid">24795255</pub-id></mixed-citation></ref>
<ref id="B46"><label>46.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Romeo</surname><given-names>S</given-names></name><name><surname>Dongiovanni</surname><given-names>P</given-names></name><name><surname>Petta</surname><given-names>S</given-names></name><name><surname>Pihalajamaki</surname><given-names>J</given-names></name><name><surname>Valenti</surname><given-names>L.</given-names></name></person-group> <article-title>Reply: To PMID 25251399</article-title>. <source>Hepatology</source>. <year>2015</year>;<volume>62</volume>:<fpage>660</fpage>. <pub-id pub-id-type="doi">10.1002/hep.27642</pub-id> <pub-id pub-id-type="pmid">25482212</pub-id></mixed-citation></ref>
<ref id="B47"><label>47.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Scorletti</surname><given-names>E</given-names></name><name><surname>West</surname><given-names>AL</given-names></name><name><surname>Bhatia</surname><given-names>L</given-names></name><name><surname>Hoile</surname><given-names>SP</given-names></name><name><surname>McCormick</surname><given-names>KG</given-names></name><name><surname>Burdge</surname><given-names>GC</given-names></name><name><surname>Lillycrop</surname><given-names>KA</given-names></name><etal/></person-group> <article-title>Treating liver fat and serum triglyceride levels in NAFLD, effects of PNPLA3 and TM6SF2 genotypes: results from the WELCOME trial</article-title>. <source>J Hepatol</source>. <year>2015</year>;<volume>63</volume>:<fpage>1476</fpage>&#x02013;<lpage>83</lpage>. <pub-id pub-id-type="doi">10.1016/j.jhep.2015.07.036</pub-id> <pub-id pub-id-type="pmid">26272871</pub-id></mixed-citation></ref>
</ref-list>
</back>
</article>
